Grid Search Optimization of Novel SNN-ESN Classifier on a Supercomputer Platform.
Dimitar P. FilevPetia D. Koprinkova-HristovaNikola K. KasabovSimona NedelchevaSofiya IvanovskaSvetlozar YordanovPublished in: LSSC (2023)
Keyphrases
- grid search
- support vector machine
- cross validation
- random forest
- fold cross validation
- generalization ability
- hyperparameters
- support vector
- random search
- parameter optimization
- svm classifier
- nearest neighbor
- model selection
- feature selection
- bilevel programming
- optimization algorithm
- training data
- decision trees
- data sets
- training set
- support vector regression
- gaussian process
- feature set
- learning algorithm
- evolution strategy
- logistic regression
- optimization problems
- class labels
- bayesian inference
- feature space
- machine learning